Review Article
Image Retrieval Using Low Level and Local Features Contents: A Comprehensive Review
Table 3
Comparison of various local feature detection techniques [
66].
| Local feature Detector | Image structure detected | Invariance | Property | Translation | Illumination | Rotation | Scale | Affine | Repeatability | Localization | Robustness | Efficiency |
| Harris and Stephens [45] | Corner | Yes | Yes | Yes | No | No | High | High | High | Average | Hessian | Blob | Yes | Yes | Yes | No | No | Average | Average | Average | Low | SUSAN [52] | Corner | Yes | Yes | Yes | No | No | Average | Average | Average | High | Harris-Laplace [46] | Corner and blob | Yes | Yes | Yes | Yes | No | High | High | Average | Low | Difference of Gaussian [50] | Corner and blob | Yes | Yes | Yes | Yes | No | Average | Average | Average | Average | SURF [48] | Corner and blob | Yes | Yes | Yes | Yes | No | Average | High | Average | High | SIFT [50] | Corner and blob | Yes | Yes | Yes | Yes | No | Average | High | High | Average | MSER [53] | Region | Yes | Yes | Yes | Yes | Yes | High | High | Average | High |
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